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Radical transparency

The model, in the open

Most apps in this space say "neuroscience-backed" and stop there. Here is our actual engine — the mechanisms, the literature each one comes from, and an honest label on which parts are established findings and which are our own parameterization. If something here is wrong, we want to know.

How to read the tags:IMPLEMENTScode is a direct statement of the theoryINSPIREDdirectionally grounded, our modeling choice
§1IMPLEMENTS

The second process

What it does · every reward triggers a fast process and a slower opposing one. The "felt" line in your chart is the first minus the second. Repetition weakens the fast process and strengthens the slow one — same stimulus, less high, more comedown.

Source · Solomon RL & Corbit JD (1974). An opponent-process theory of motivation: I. Temporal dynamics of affect. Psychological Review 81(2):119–145.

Honest note · the structure is a direct statement of the theory. The gain, the sensitization on repetition, and the decay of the b-process are ours to tune.

§2IMPLEMENTS

The moving setpoint

What it does · your baseline is not fixed. Accumulated unprotected reward drags the setpoint down, and it clears far more slowly than it accumulates. That asymmetry is deliberate — it is the whole reason a bad week costs more than a good week pays.

Source · Koob GF & Le Moal M (1997), Drug abuse: hedonic homeostatic dysregulation, Science 278:52–58; and (2001), Drug addiction, dysregulation of reward, and allostasis, Neuropsychopharmacology 24(2):97–129.

Honest note · allostasis — a chronic deviation of the reward setpoint — is the established mechanism. The rates at which load accumulates, clears, and pulls the tonic baseline are ours.

§3IMPLEMENTSINSPIRED

How the reward arrives

What it does · an unpredictable reward costs more than a predictable one of the same size. Variable-ratio schedules — your feed — carry the heaviest multiplier, with variable-interval in between and fixed schedules lightest. Variable-ratio events are penalised a second time in peak hygiene.

Source · Ferster CB & Skinner BF (1957). Schedules of Reinforcement.

Honest note · the ordering — variable ratio above variable interval above fixed — is textbook. The specific multipliers are ours and are not measured quantities.

§4INSPIRED

Effort protection

What it does · rewards you worked for are treated as protective; frictionless ones are treated as costly. Protection rises with effort and saturates — more effort helps, but with diminishing returns. This is why Myo never tells you to want less.

Source · Salamone JD & Correa M and colleagues on effort-based decision making — accumbens dopamine depletion impairs willingness to work for a reward while leaving preference for it intact.

Honest note · the literature establishes that effort and reward are dissociable and that dopamine sits on the effort axis. It does not establish a saturating protection function of the exact shape we use. This one is our modeling choice, and it is the most load-bearing assumption in the product.

§5IMPLEMENTS

Craving without pleasure

What it does · craving risk rises with depleted baseline, accumulated load, and the b-process — never with pleasure. There is no "liking" score in Myo, by design.

Source · Robinson TE & Berridge KC (1993), The neural basis of drug craving: an incentive-sensitization theory of addiction, Brain Research Reviews 18(3):247–291; 30-year review in Annual Review of Psychology (2025) 76:29–58.

Honest note · wanting and liking run on dissociable systems, and sensitization amplifies wanting without increasing liking. The structure follows; the weights are ours.

§6INSPIRED

Novelty

What it does · the effective peak of a reward scales with its magnitude, how novel it is, and the schedule that delivers it. Unpredicted rewards land harder than expected ones.

Source · Schultz W (2016), Dopamine reward prediction-error signalling: a two-component response, Nature Reviews Neuroscience 17(3):183–195.

Honest note · dopamine responses scale with unpredictedness. Treating novelty as a separate factor in the peak is a simplification of a qualitative finding.

§7INSPIRED

Where wearables fit

What it does · HRV, resting heart rate and sleep enter as corroborating evidence about recovery. They do not feed the reward model.

Honest note · no wearable measures dopamine. Nothing does. Anyone claiming otherwise is selling the same broken premise in nicer packaging. Sleep is the strongest link we have — sleep deprivation is associated with striatal dopamine-receptor downregulation (Volkow ND et al., 2012, Journal of Neuroscience).

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What Myo is not

  • · Not a clinical instrument, and not a diagnosis or treatment.
  • · Not a measurement of your dopamine. That is not a thing any consumer product can do.
  • · Not a detox. The reward system does not drain and refill — it moves a setpoint.
  • · Not a validated model. It is a faithful implementation of published theory with our own parameterization, and we label which is which above.

If you work in this field and something here is wrong, we would rather be corrected than be confident. Get in touch.